TOPIC

AI & Humanity

How AI changes creativity, work, education, culture and human participation.

A trail of light rises from a sleeping figure into the night sky and becomes the pages of an open book
Opinion

8 Billion Dreamers: Why Civilization Needs New Stories, Not Shredded Books

Every night, 8 billion people create stories that have never existed. Yet the AI industry is busy mining old books and discarding the paper. What does that give humanity, AI, the Earth or the universe? A column on why the future belongs to people who write down their dreams.

Oct 4, 2026 · 6 min read
Conceptual image illustrating AI-generated abundance and human creative judgment
Opinion

AI Makes Output Abundant, Not Distinction

As generative AI makes creative production almost limitless, the scarce resource is no longer output but judgment. Vedran Obradović explores why human selection, strategic clarity and distinctiveness may become more valuable as AI-generated content scales.

Sep 21, 2026 · 5 min read
From human-created knowledge to machine activity and human imagination: the next AI data cycle could connect hyperscale AI factories, colocation infrastructure and distributed edge computing.
Field Note

From Human Data to Activity Data: Why AIDC Investment May Be Only at the Beginning

Today’s AI has largely been trained on data created by humans—text, images, video, code and accumulated knowledge. But the next wave could be far larger. Enterprise AI, robots, robotaxis and autonomous industrial equipment will continuously generate real-world activity data, while AI-assisted human creativity may create an entirely new layer of “imagination data.” DATAAD believes this transition could expand hyperscale, colocation and edge infrastructure simultaneously across the United States, Singapore, South Korea and Japan.

Sep 1, 2026 · 8 min read
Humanity Is Not the End Point: Kurzweil, Bostrom and the Next Evolution of Intelligence
Opinion

Humanity Is Not the End Point: Kurzweil, Bostrom and the Next Evolution of Intelligence

AI may not mark the end of humanity, but the beginning of its next evolutionary stage. Ray Kurzweil sees human-machine integration as part of accelerating evolution, while Nick Bostrom warns that superintelligence could become either humanity's greatest achievement or its greatest existential risk. DATAAD argues that it is far too early to conclude that human creativity and imagination have reached their limits.

Aug 30, 2026 · 8 min read
From GitHub to Novelhaus: Can Human Imagination Become a Shared Platform?
Field Note

From GitHub to Novelhaus: Can Human Imagination Become a Shared Platform?

GitHub changed software by allowing millions of people to share, modify and improve code together. But what if the same idea were applied not to software, but to human imagination? In the AI era, platforms such as Novelhaus may point toward a new model in which stories, characters and entire fictional worlds evolve through collective creativity supported by artificial intelligence.

Aug 22, 2026 · 5 min read
From the Human Brain to AGI: The 100-Year Journey Behind Modern AI
Insight

From the Human Brain to AGI: The 100-Year Journey Behind Modern AI

Modern AI did not begin with Geoffrey Hinton or Google's Transformer. It grew from more than a century of neuroscience, mathematics and computer science. From the discovery of neurons to deep learning, Transformers and reasoning models, humanity has been slowly recreating pieces of its own intelligence in machines. The next great question is what happens when human imagination combines with AI-scale knowledge.

Aug 22, 2026 · 7 min read
Human imagination connecting with artificial intelligence to transform memories, dreams and ideas into stories and creative works.
Opinion

AI Has Knowledge. Humanity Has Imagination: Why We Need More Creators, Not Fewer

AI gives ordinary people access to an unprecedented body of knowledge. But knowledge is not imagination. The next creative economy may emerge when millions more people use AI not to replace human creativity, but to express the stories, memories and ideas they were never previously able to turn into finished works.

Aug 15, 2026 · 7 min read